Enhancing Attack Detection Capabilities in BACnet/IP Networks Using Machine-Learning Models

Derek Manzella, John D. Hastings

Building Automation Systems (BAS) manage critical building functions using protocols such as BACnet/IP, yet defenders have limited tooling and few labeled datasets for detecting BA…